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RFDCR: Automated brain lesion segmentation using cascaded random forests with dense conditional random fields
Publication date: Available online 11 February 2020Source: NeuroImageAuthor(s): Gaoxiang Chen, Qun Li, Fuqian Shi, Islem Rekik, Li Wang, Zhifang PanSegmentation of brain lesions from magnetic resonance images (MRI) is an important step for disease diagnosis, surgical planning, radiotherapy and chemotherapy. However, due to noise, motion, and partial volume effects, automated segmentation of lesions from MRI is still a challenging task. In this paper, we propose a two-stage supervised learning framework for automatic brain lesion segmentation. Specifically, in the first stage, intensity-based statistical features, template-...
Source: NeuroImage - February 11, 2020 Category: Neuroscience Source Type: research

MMP‐9 in Translation: From Molecule to Brain Physiology, Pathology and Therapy
This article is protected by copyright. All rights reserved.
Source: Journal of Neurochemistry - November 3, 2015 Category: Neuroscience Authors: Behnam Vafadari, Ahmad Salamian, Leszek Kaczmarek Tags: Review Source Type: research

MMP‐9 in translation: from molecule to brain physiology, pathology, and therapy
This article is part of the 60th Anniversary special issue. MMP‐9, through cleavage of specific target proteins, plays a major role in synaptic plasticity and neuroinflammation, and by those virtues contributes to brain physiology and a host of neurological and psychiatric disorders. This article is part of the 60th Anniversary special issue.
Source: Journal of Neurochemistry - March 21, 2016 Category: Neuroscience Authors: Behnam Vafadari, Ahmad Salamian, Leszek Kaczmarek Tags: Bench to Bedside Source Type: research

MMP ‐9 in translation: from molecule to brain physiology, pathology, and therapy
This article is part of the 60th Anniversary special issue. MMP‐9, through cleavage of specific target proteins, plays a major role in synaptic plasticity and neuroinflammation, and by those virtues contributes to brain physiology and a host of neurological and psychiatric disorders. This article is part of the 60th Anniversary special issue.
Source: Journal of Neurochemistry - March 20, 2016 Category: Neuroscience Authors: Behnam Vafadari, Ahmad Salamian, Leszek Kaczmarek Tags: Bench to Bedside Source Type: research